1
|
Pang J, Xiu W, Ma X. Application of Artificial Intelligence in the Diagnosis, Treatment, and Prognostic Evaluation of Mediastinal Malignant Tumors. J Clin Med 2023; 12:jcm12082818. [PMID: 37109155 PMCID: PMC10144939 DOI: 10.3390/jcm12082818] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 03/01/2023] [Accepted: 04/06/2023] [Indexed: 04/29/2023] Open
Abstract
Artificial intelligence (AI), also known as machine intelligence, is widely utilized in the medical field, promoting medical advances. Malignant tumors are the critical focus of medical research and improvement of clinical diagnosis and treatment. Mediastinal malignancy is an important tumor that attracts increasing attention today due to the difficulties in treatment. Combined with artificial intelligence, challenges from drug discovery to survival improvement are constantly being overcome. This article reviews the progress of the use of AI in the diagnosis, treatment, and prognostic prospects of mediastinal malignant tumors based on current literature findings.
Collapse
Affiliation(s)
- Jiyun Pang
- Division of Thoracic Tumor Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University, Chengdu 610041, China
- State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu 610041, China
- West China School of Medicine, Sichuan University, Chengdu 610041, China
| | - Weigang Xiu
- Division of Thoracic Tumor Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University, Chengdu 610041, China
- State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu 610041, China
- West China School of Medicine, Sichuan University, Chengdu 610041, China
| | - Xuelei Ma
- Department of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu 610041, China
| |
Collapse
|
2
|
Aissaoui R, Nasri S, Abdelouahab H, Mahjouba H, Aichouni N, Afkir S, Kouismi H, Marouf R, Kamaoui I, Skiker I. Low-grade fibromyxoid sarcoma arising in the mediastinum: Case report and review of the literature. Radiol Case Rep 2022; 17:4814-4817. [PMID: 36238210 PMCID: PMC9550846 DOI: 10.1016/j.radcr.2022.09.030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 09/05/2022] [Accepted: 09/11/2022] [Indexed: 11/08/2022] Open
Abstract
Low-grade fibromyxoid sarcoma (LGFMS) is a rare tumor characterized by bland histological features and aggressive clinical course, it is a distinctive variant of fibrosarcoma with high metastasizing potential and sometimes a long interval between tumor presentation and metastasis, the most common anatomic locations of occurrence are the lower extremities, thorax, inguinal area, and upper limbs, Here, we present the case of a 29-year-old patient with a deceptively benign-appearing mass arising in the mediastinum that had been discovered on computed tomography, a biopsy under cervicotomy was performed and histopathological examination revealed low-grade fibromyxoid sarcoma. In conclusion, LGFMS can arise in the mediastinum, and physicians should consider this entity as a differential diagnosis in the presence of such mass.
Collapse
Affiliation(s)
- Rihab Aissaoui
- Department of Radiology, Mohammed VI University Hospital, Faculty of Medicine, University Mohammed First, BP 4806 Oujda University, Oujda 60049, Morocco,Corresponding author.
| | - Siham Nasri
- Department of Radiology, Mohammed VI University Hospital, Faculty of Medicine, University Mohammed First, BP 4806 Oujda University, Oujda 60049, Morocco
| | - Hajar Abdelouahab
- Department of Radiology, Mohammed VI University Hospital, Faculty of Medicine, University Mohammed First, BP 4806 Oujda University, Oujda 60049, Morocco
| | - Hajar Mahjouba
- Department of Radiology, Mohammed VI University Hospital, Faculty of Medicine, University Mohammed First, BP 4806 Oujda University, Oujda 60049, Morocco
| | - Narjisse Aichouni
- Department of Radiology, Mohammed VI University Hospital, Faculty of Medicine, University Mohammed First, BP 4806 Oujda University, Oujda 60049, Morocco
| | - Said Afkir
- Department of Oncology, Mohammed VI University Hospital, Faculty of Medicine, University Mohammed First, BP 4806 Oujda University, Oujda 60049, Morocco
| | - Hatim Kouismi
- Department of Pulmonology, Mohammed VI University Hospital, Faculty of Medicine, University Mohammed First, BP 4806 Oujda University, Oujda 60049, Morocco
| | - Rachid Marouf
- Department of Thoracic Surgery, Mohammed VI University Hospital, Faculty of Medicine, University Mohammed First, BP 4806 Oujda University, Oujda 60049, Morocco
| | - Imane Kamaoui
- Department of Radiology, Mohammed VI University Hospital, Faculty of Medicine, University Mohammed First, BP 4806 Oujda University, Oujda 60049, Morocco
| | - Imane Skiker
- Department of Radiology, Mohammed VI University Hospital, Faculty of Medicine, University Mohammed First, BP 4806 Oujda University, Oujda 60049, Morocco
| |
Collapse
|
3
|
Engelhardt KE, DeCamp MM, Yang AD, Bilimoria KY, Odell DD. Treatment Approaches and Outcomes for Primary Mediastinal Sarcoma: Analysis of 976 Patients. Ann Thorac Surg 2018; 106:333-339. [PMID: 29729268 DOI: 10.1016/j.athoracsur.2018.03.068] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 03/22/2018] [Accepted: 03/26/2018] [Indexed: 12/15/2022]
Abstract
BACKGROUND Primary mediastinal sarcomas are rare and deadly. Our objective was to describe the clinicopathological features, treatment strategies, and overall survival outcomes for a contemporary cohort of patients diagnosed with primary mediastinal sarcoma in the United States. METHODS We queried the National Cancer Database for cases of mediastinal sarcoma diagnosed from 2004 to 2012. Five-year overall survival (OS) was examined using the Kaplan-Meier method. Differences in OS were assessed using log-rank analysis and Cox proportional hazards regression. RESULTS The mean age of diagnosis was 53 years (range, 0 to 90) with a male predominance (59.2%). The most common histological subtype was hemangiosarcoma (27.1%). Fewer than half of patients underwent surgery (48.9%), and 19.7% of patients had no treatment. For all patients, OS was 14.8%. The best unadjusted OS was seen in patients treated with surgery and radiation (40.1%); untreated patients had the worst unadjusted OS (4.2%). Of those who underwent surgery (n = 477, 48.9%), OS was significantly better for those who achieved an R0 resection (30.1% versus 18.9%; p = 0.002). In multivariable analysis, surgery combined with radiation therapy was again associated with the best survival (HR, 0.24; 95% CI, 0.16 to 0.36). Other factors associated with improved OS included younger age, fewer comorbidities, and leiomyosarcoma histology. Worse OS was associated with poorly differentiated or undifferentiated grade, metastases, treatment in the New England region, and having Medicaid or no insurance. Sex and tumor size had no effect on OS. CONCLUSIONS The 5-year OS for primary mediastinal sarcoma is poor. Surgical resection can be successful and should be considered whenever possible.
Collapse
Affiliation(s)
- Kathryn E Engelhardt
- Surgical Outcomes and Quality Improvement Center, Northwestern University, Chicago, Illinois; Department of Surgery, Medical University of South Carolina, Charleston, South Carolina
| | - Malcolm M DeCamp
- Division of Thoracic Surgery, Northwestern University, Chicago, Illinois; Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, Illinois
| | - Anthony D Yang
- Surgical Outcomes and Quality Improvement Center, Northwestern University, Chicago, Illinois; Division of Surgical Oncology, Northwestern University, Chicago, Illinois; Center for Healthcare Studies, Northwestern University, Chicago, Illinois; Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, Illinois
| | - Karl Y Bilimoria
- Surgical Outcomes and Quality Improvement Center, Northwestern University, Chicago, Illinois; Division of Surgical Oncology, Northwestern University, Chicago, Illinois; Center for Healthcare Studies, Northwestern University, Chicago, Illinois; Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, Illinois
| | - David D Odell
- Surgical Outcomes and Quality Improvement Center, Northwestern University, Chicago, Illinois; Division of Thoracic Surgery, Northwestern University, Chicago, Illinois; Center for Healthcare Studies, Northwestern University, Chicago, Illinois; Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, Illinois.
| |
Collapse
|
4
|
den Bakker MA, Marx A, Mukai K, Ströbel P. Mesenchymal tumours of the mediastinum--part II. Virchows Arch 2015; 467:501-17. [PMID: 26358060 PMCID: PMC4656710 DOI: 10.1007/s00428-015-1832-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2015] [Revised: 08/06/2015] [Accepted: 08/11/2015] [Indexed: 02/06/2023]
Abstract
This is the second part of a two-part review on soft tissue tumours which may be encountered in the mediastinum. This review is based on the 2013 WHO classification of soft tissue tumours and the 2015 WHO classification of tumours of the lung, pleura, thymus and heart and provides an updated overview of mesenchymal tumours that have been reported in the mediastinum.
Collapse
Affiliation(s)
- Michael A den Bakker
- Department of Pathology, Maasstad Ziekenhuis, PO Box 9100, 3007, AC, Rotterdam, The Netherlands.
- Department of Pathology, Erasmus MC, Rotterdam, The Netherlands.
| | - Alexander Marx
- Institute of Pathology, University Medical Center Mannheim, University of Heidelberg, Heidelberg, Germany
| | - Kiyoshi Mukai
- Department of Diagnostic Pathology, Saiseikai Central Hospital, Tokyo, Japan
| | - Philipp Ströbel
- Department of Pathology, Universitätsmedizin Göttingen, Göttingen, Germany
| |
Collapse
|
5
|
Zhu H, Wang M, Feng D, Feng Y, Ren Y, Chen J, He Y, Yuan J. Ultrasonography, X-ray and CT imaging findings of a giant pericardial lipoma: Imaging diagnosis and review of the literature. Oncol Lett 2013; 7:195-198. [PMID: 24348847 PMCID: PMC3861582 DOI: 10.3892/ol.2013.1668] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2013] [Accepted: 10/15/2013] [Indexed: 11/08/2022] Open
Abstract
Pericardial lipomas are rare and mostly asymptomatic tumors, which are usually detected incidentally during physical examination. The present study describes a case of giant pericardial lipoma that was diagnosed by surgical pathology. The study also describe the X-ray, magnetic resonance imaging, and the distinguish of the pericardial lipomas. The study also describes the ultrasonography, X-ray, computed tomography and magnetic resonance imaging findings of the tumor, and a review of the literature of cardiac lipoma, to help increase awareness of the tumor and selection of the correct imaging method for diagnosis.
Collapse
Affiliation(s)
- Haohui Zhu
- Department of Ultrasound, Henan Provincial People's Hospital, Zhengzhou, Henan 453000, P.R. China
| | - Meiyun Wang
- Department of Radiology, Henan Provincial People's Hospital, Zhengzhou, Henan 453000, P.R. China
| | - Deguang Feng
- Department of Cardiovascular Surgery, Henan Provincial People's Hospital, Zhengzhou, Henan 453000, P.R. China
| | - Yan Feng
- Department of Neurology, Henan Provincial People's Hospital, Zhengzhou, Henan 453000, P.R. China
| | - Ying Ren
- Department of Pathology, Henan Provincial People's Hospital, Zhengzhou, Henan 453000, P.R. China
| | - Jiyun Chen
- Department of Ultrasound, Henan Provincial People's Hospital, Zhengzhou, Henan 453000, P.R. China
| | - Yao He
- Department of Ultrasound, Henan Provincial People's Hospital, Zhengzhou, Henan 453000, P.R. China
| | - Jianjun Yuan
- Department of Ultrasound, Henan Provincial People's Hospital, Zhengzhou, Henan 453000, P.R. China
| |
Collapse
|